Author

Jianan Wang

The University of MelbourneORCID 0000-0002-5213-8330Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:scRNA-seq· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1

Frequent Co-Authors

Lizhong CheniD· 2 shared Terence Paul SpeediD· 2 shared Belinda PhipsoniD· 1 shared Chris Y. H. ChiuiD· 1 shared Daniel V. BrowniD· 1 shared Rachel ThijsseniD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 11 mutual co-author links

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2 shared papersBioinformatics

Lizhong ChenORCID

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2 papers

Recent·Most cited

CMDdemux: an efficient single cell demultiplexing method

Jianan Wang, Lizhong Chen, Daniel V. Brown, Chris Y. H. Chiu, Terence Paul Speed

CMDdemux improves single-cell demultiplexing accuracy by integrating hashing and mRNA data, outperforming existing methods on both high- and low-quality datasets.

Nucleic Acids Research · Apr 23, 2026Peer-reviewedBioinformatics

GLMsim: a GLM-based single cell RNA-seq simulator incorporating batch and biological effects

Jianan Wang, Lizhong Chen, Rachel Thijssen, Belinda Phipson, Terence Paul Speed

GLMsim simulates single cell RNA-seq data incorporating library size, biology, and batch effects, enabling benchmarking of integration methods.

bioRxiv · Mar 20, 2024 · PreprintBioinformatics